Article

COVID-19 Severity Prediction from Chest X-ray Images using an Anatomy-Aware Deep Learning Model

2022-09-14

Abstract excerpt

<title>Abstract</title> <p>Introduction: The Covid-19 pandemic has been adversely affecting the patient management systems in hospitals around the world. Radiological imaging, especially the chest x-ray and lung Computed Tomography (CT)-scans, play a vital role in the severity analysis of hospitalized Covid-19 patients. However, with an increasing number of patients and a lack of skilled radiologists, automated a...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 580a1d08-eb9b-5643-8550-3c7394e93b96
DOI: 10.21203/rs.3.rs-1749550/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

COVID-19 Severity Prediction from Chest X-ray Images using an Anatomy-Aware Deep Learning ModelDOI 10.21203/rs.3.rs-1749550/v1Read

COVID-19 Chest X-Ray Image Classification Using Deep LearningSemantic proximity Read

COVIDScreen: Explainable deep learning framework for differential diagnosis of COVID-19 using chest X-RaysSemantic proximity Read

Automated Quantification of Pneumonia Infected Volume in Lung CT Images: A Comparison With Subjective Assessment of RadiologistsSemantic proximity Read

Automated assessment of chest CT severity scores in patients suspected of COVID-19 infectionSemantic proximity Read

System for Quantitative Diagnosis of COVID-19-Associated Pneumonia Based on Superpixels With Deep Learning and Chest CTSemantic proximity Read

Comparative Analysis of Deep Learning Architectures for Multi-Disease Classification of Chest X-raysSemantic proximity Read

COVID-19 detection and disease progression visualization: Deep learning on chest X-rays for classification and coarse localizationSemantic proximity Read

Improvement and Multi-Population Generalizability of a Deep Learning-Based Chest Radiograph Severity Score for COVID-19Semantic proximity Read

Prediction of COVID-19 Diagnosis from Healthy and Pneumonia CT scans using Convolutional Neural NetworksSemantic proximity Read

A Multi-Task Vision Transformer Framework for Explainable Pneumonia Detection and Localization from Chest X-Ray ImagesSemantic proximity Read

The Detection of COVID-19 in Chest X-Rays Using Ensemble CNN TechniquesSemantic proximity Read

Diagnostic Accuracy of an Offline CNN Framework Utilizing Multi-View Chest X-Rays for Screening 14 Co-Occurring Communicable and Non-Communicable DiseasesSemantic proximity Read